{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# MM DFT PSF - 2D\n",
    "\n",
    "Matrix Multiply Discrete Fourier Transform PSF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.psf import MMDFTPSF\n",
    "from optiland.samples.objectives import CookeTriplet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens = CookeTriplet()\n",
    "_ = lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x550 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "psf = MMDFTPSF(lens, field=(0, 0), wavelength=0.55, num_rays=512)\n",
    "_ = psf.view(projection=\"2d\", num_points=256)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "optiland (3.13.2)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
